A Region-Adaptive Local Perturbation-Based Method for Generating Adversarial Examples in Synthetic Aperture Radar Object Detection

J Duan, L Qiu, G He, L Zhao, Z Zhang, H Li - Remote Sensing, 2024 - mdpi.com
In synthetic aperture radar (SAR) imaging, intelligent object detection methods are facing
significant challenges in terms of model robustness and application security, which are …

Conditional Random Field based Adversarial Attack against SAR Target Detection

J Zhou, B Peng, J Xie, B Peng, L Liu… - IEEE Geoscience and …, 2024 - ieeexplore.ieee.org
The existence of adversarial examples causes serious security risks when deep neural
networks are applied to synthetic aperture radar (SAR) target detection. In SAR image …